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相关概念视频

Non-equilibrium in the Cell01:16

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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
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相关实验视频

Updated: Sep 18, 2025

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

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生成性AI中的文化趋势

Jackson G Lu1, Lesley Luyang Song2,3, Lu Doris Zhang4

  • 1MIT Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA, USA. lu18@mit.edu.

Nature human behaviour
|June 20, 2025
PubMed
概括

在文化文本上训练的生成人工智能 (AI) 模型在不同语言中显示出不同的文化偏见. 这些AI文化趋势影响社会取向和认知风格,影响广告等现实应用.

科学领域:

  • 人工智能的人工智能
  • 文化心理学 文化心理学
  • 计算语言学 计算语言学

背景情况:

  • 生成型人工智能模型在庞大的文本数据集上进行训练,这些数据集本质上包含文化信息.
  • 文化心理学研究了社会取向和认知风格在不同文化之间如何变化.
  • 了解AI的文化趋势对于其道德和有效的部署至关重要.

研究的目的:

  • 调查生成性AI模型在处理不同人类语言时是否表现出文化倾向.
  • 在语言和文化背景下分析AI的社会取向和认知风格.
  • 探索AI的文化偏见对现实世界的影响和潜在的缓解策略.

主要方法:

  • 分析GPT模型对标准化心理测量的反应,用中文和英语进行分析.
  • 使用ERNIE复制发现,这是中国著名的生成AI模型.
  • 在不同语言中对人工智能产生的文化导向广告进行评估.

主要成果:

  • 与英语相比,GPT在中文表现出更相互依存的社会取向和整体的认知风格.
  • 这些文化趋势在ERNIE模型中得到复制.
  • 人工智能驱动的广告建议显示了相应的文化偏见,有利于在中国背景下相互依赖的方向.

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结论:

  • 在文化文本上训练的生成人工智能模型继承并展示这些文化趋势.
  • 人工智能的文化偏见体现在社会取向,认知风格和实际应用中.
  • 文化提示可能会调节这些AI文化趋势,建议减轻偏见的途径.